Development of automated annotation software for human embryo morphokinetics

Artificial intelligence and machine learning for human reproduction and embryology presented at ASRM and ESHRE 2018

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Deep learning as a predictive tool for fetal heart pregnancy following time-lapse incubation and blastocyst transfer

(2019) D Tran et al.   HUMAN REPRODUCTION

Time-lapse imaging: clearly useful to both laboratory personnel and patient outcomes versus just because we can doesn't mean we should

(2018) Richard J. Paulson et al.   FERTILITY AND STERILITY

Time-lapse algorithms and morphological selection of day-5 embryos for transfer: a preclinical validation study

(2018) Ashleigh Storr et al.   FERTILITY AND STERILITY

Will noninvasive methods surpass invasive for assessing gametes and embryos?

(2017) Tim Sanchez et al.   FERTILITY AND STERILITY

Examining the efficacy of six published time-lapse imaging embryo selection algorithms to predict implantation to demonstrate the need for the development of specific, in-house morphokinetic selection algorithms

(2017) Amy Barrie et al.   FERTILITY AND STERILITY

Assisted reproductive technology in Europe, 2013: results generated from European registers by ESHRE†

(2017) et al.   HUMAN REPRODUCTION

National survey on use of time-lapse imaging systems in IVF laboratories

(2017) Andrey V. Dolinko et al.   JOURNAL OF ASSISTED REPRODUCTION AND GENETICS

Inter-laboratory agreement on embryo classification and clinical decision: Conventional morphological assessment vs. time lapse

(2017) Luis Martínez-Granados et al.   PLoS One

Systematic review of worldwide trends in assisted reproductive technology 2004–2013

(2017) Vitaly A. Kushnir et al.   Reproductive Biology and Endocrinology

Time-lapse culture with morphokinetic embryo selection improves pregnancy and live birth chances and reduces early pregnancy loss: a meta-analysis

(2017) Csaba Pribenszky et al.   REPRODUCTIVE BIOMEDICINE ONLINE

Development of a generally applicable morphokinetic algorithm capable of predicting the implantation potential of embryos transferred on Day 3

(2016) Bjørn Molt Petersen et al.   HUMAN REPRODUCTION

Embryo selection using time-lapse analysis (Early Embryo Viability Assessment) in conjunction with standard morphology: a prospective two-center pilot study

(2016) Dorit C. Kieslinger et al.   HUMAN REPRODUCTION

How much have we learned from time-lapse in clinical IVF?

(2016) D. Castelló et al.   MOLECULAR HUMAN REPRODUCTION

Semiautomated analysis of embryoscope images: Using localized variance of image intensity to detect embryo developmental stages

(2015) Anna Mölder et al.   CYTOMETRY PART A

External validation of a time-lapse prediction model

(2015) Thomas Fréour et al.   FERTILITY AND STERILITY

Time-lapse in the IVF lab: how should we assess potential benefit?

(2015) N. Basile et al.   HUMAN REPRODUCTION

Diagnosis of human preimplantation embryo viability

(2015) David K. Gardner et al.   HUMAN REPRODUCTION UPDATE

Clinical validation of embryo culture and selection by morphokinetic analysis: a randomized, controlled trial of the EmbryoScope

(2014) Irene Rubio et al.   FERTILITY AND STERILITY

Proposed guidelines on the nomenclature and annotation of dynamic human embryo monitoring by a time-lapse user group

(2014) H. Nadir Ciray et al.   HUMAN REPRODUCTION

Which set of embryo variables is most predictive for live birth? A prospective study in 6252 single embryo transfers to construct an embryo score for the ranking and selection of embryos

(2014) A. Rhenman et al.   HUMAN REPRODUCTION

Correlation between standard blastocyst morphology, euploidy and implantation: an observational study in two centers involving 956 screened blastocysts

(2014) Antonio Capalbo et al.   HUMAN REPRODUCTION

Using the Eeva Test™ adjunctively to traditional day 3 morphology is informative for consistent embryo assessment within a panel of embryologists with diverse experience

(2014) Michael P. Diamond et al.   JOURNAL OF ASSISTED REPRODUCTION AND GENETICS

Biomarkers identified with time-lapse imaging: discovery, validation, and practical application

(2013) Alice A. Chen et al.   FERTILITY AND STERILITY

Improving embryo selection using a computer-automated time-lapse image analysis test plus day 3 morphology: results from a prospective multicenter trial

(2013) Joe Conaghan et al.   FERTILITY AND STERILITY

Inter- and intra-observer variability of time-lapse annotations

(2013) L. Sundvall et al.   HUMAN REPRODUCTION

The Istanbul consensus workshop on embryo assessment: proceedings of an expert meeting

(2011) et al.   HUMAN REPRODUCTION

Intra- and inter-observer analysis in the morphological assessment of early-stage embryos

(2009) Goedele Paternot et al.   Reproductive Biology and Endocrinology